Power quality detection and classification using wavelet and support vector machine
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Summary
This work presents the identification and classification of various disturbances that affect thequality of energy, seen as the quality of the voltage wave (harmonics, sag, swell and flicker) using the wavelet transform.
- Type
- article
- Published
- 2020-01-01
- Cited by
- 1
- References
- 22
- Access
- Open access
- OpenAlex
- https://openalex.org/W3010335763
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:215982540
Keywords
Harmonics, Voltage sag, Flicker, Power quality, Pattern recognition (psychology)
References
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- Gene Expression Data Classification Using Support Vector Machine and Mutual Information-based Gene Selection☆
- Fault classification in power systems using EMD and SVM
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- Power quality index based on discrete wavelet transform
- Classification of power quality events – A review
- A wavelet-based approach for reactive power metering in modern three-phase grids considering time-varying power quality disturbances
- A new power quality deviation index based on principal curves
- An effective Power Quality classifier using Wavelet Transform and Support Vector Machines
- A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM
- Applications of wavelets in electric power quality: Voltage events
- Combined VMD-SVM based feature selection method for classification of power quality events
- Support vector machine based fault classification and location of a long transmission line
- Detection and Classification of Power Quality Disturbances Using Double Resolution S-Transform and DAG-SVMs
- Machine Learning Models and Algorithms for Big Data Classification
- Magnetic Resonance Brain Image Classification via Stationary Wavelet Transform and Generalized Eigenvalue Proximal Support Vector Machine
- Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features
- Real time health monitoring of industrial machine using multiclass support vector machine
- Detection of American Football Head Impacts Using Biomechanical Features and Support Vector Machine Classification
- Support Vector Machine
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